docs(ms-ai-architect): idx-26c bokfort — idx 26-reparasjonen gjorde en latent ufullstendighet til en aktiv pastand
Den live-hentingen som lukket idx 26 listet SJU kanoniske scorecard-segmenter.
Lista etter reparasjonen barer fem: model performance og cohorts mangler.
('Cohort analysis' star i Customization-blokka, ikke som enumerert segment, sa
den kurerer ikke utelatelsen.)
For denne okten var det en latent ufullstendighet under et udatert stempel. Ved
a datere stempelet til 2026-08-03 gjorde vi det til en positiv pastand om at
nettopp denne enumerasjonen ble verifisert den dagen — over innhold samme dags
verifisering viste manglet to medlemmer.
Funnet la allerede inne i idx 26s egen resolution, som siterer alle sju mens
fila lister fem. Bokfort framfor a foldes inn: idx 26s ratifiserte scope var
falskheten i item 4 og 5, ikke listas fullstendighet.
Tredje gang pa to okter at defekten la VED SIDEN AV editen framfor I den.
Ogsa markert: sitatblokkens andre setning er utledet fra fravaer i en
enumerasjon, ikke fra en positiv kildepastand — naer sikker, men en slutning.
Ko: 6 apne / 2 resolved. Suite 1047/1047.
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"resolution": "Operator-ratified 2026-08-03, form (b) — relabel rather than remove. Both source pages were re-fetched live this session and confirm the measurement independently of §9.6: how-to-responsible-ai-scorecard enumerates summary/model overview, data analysis, model performance, cohorts, top important factors, fairness insights and causal insights; concept-responsible-ai-dashboard lists Error analysis and Counterfactual what-if among the dashboard components. Locator 1: items 4 and 5 removed from the numbered scorecard list, which renumbers cleanly to 1-5 — the 1,2,3,4,6,7 artifact was forced only inside the delete-only envelope and does not apply to an ordinary Edit. The two capabilities are retained in a blockquote explicitly marked as dashboard components rather than scorecard segments, so genuine source-confirmed information survives and the reader is warned off precisely the conflation that produced the defect. Locator 2: the Risk assessment row now reads 'fairness insights' alone. The **Confidence:** Verified stamp twelve lines below vouched for the false list and was silently outside every machine check (V1/V2/V2b/V3 are string invariants; check-g7-queue only tests anchors); it is kept but dated to 2026-08-03 to record the re-verification. Document coherence around both locators was read after the edit, per the c569bdc lesson. A neighbouring defect surfaced by the file sweep is booked separately as idx-26b rather than folded in here."
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},
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{
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"id": "idx-26c",
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"file": "skills/ms-ai-governance/references/responsible-ai/transparency-documentation-standards.md",
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"class": "replacement",
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"status": "open",
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"raised": "2026-08-03",
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"summary": "The scorecard enumeration is incomplete, and idx 26's repair made that assertion active rather than latent. The live fetch performed for idx 26 lists seven canonical segments: summary/model overview, data analysis, model performance, cohorts, top important factors, fairness insights, causal insights. The list after the idx 26 edit carries five — model overview, fairness assessment, model interpretability, causal inference, data quality — so **model performance** and **cohorts** are absent. Note for whoever repairs this: 'Cohort analysis' does appear a few lines below, but inside the *Customization* block, not as an enumerated segment, so it does not cure the omission. This was a latent incompleteness under an undated stamp before 2026-08-03; dating the stamp to 2026-08-03 as part of idx 26 turned it into a positive claim that this enumeration was verified that day, over content the same day's verification showed to be missing two members — the same class of defect §9.7 describes, where an anchor-correct edit leaves a false claim where no check reaches. Booked rather than folded into idx 26, whose ratified scope was the falsity of items 4 and 5, not the completeness of the list. The date on the stamp is deliberately NOT re-litigated here: the relabel it covers WAS verified 2026-08-03, and the operator may keep it once this entry closes the completeness gap. Adding the two missing segments is a content change requiring its own operator ratification.",
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"evidence": "docs/r11-pilot-results.md §9.7; https://learn.microsoft.com/azure/machine-learning/how-to-responsible-ai-scorecard",
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"anchors": [
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"5. **Data quality**: Dataset statistics, missing values, outlier analysis"
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]
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},
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{
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"id": "idx-26b",
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"file": "skills/ms-ai-governance/references/responsible-ai/transparency-documentation-standards.md",
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